Mobile Banking Adoption: Integrating UTAUT, Task Technology Fit, and Initial Trust with Financial Literacy
DOI:
https://doi.org/10.62270/jirms.v6i3.124Keywords:
Mobile banking, Technology adoption, UTAUT, Task-Technology Fit, Initial trust, financial literacyAbstract
Purpose—This study aims to develop an integrated model of mobile banking adoption by integrating the Unified Theory of Acceptance and Use of Technology (UTAUT), Task Technology Fit (TTF), and the Initial Trust Model (ITM). It examines the relationship between acceptance factors, technology task alignment, and trust in affecting behavioural intention and adoption, and evaluates the moderating effect of financial literacy.
Study Design/methodology/approach—A Structured questionnaire was distributed amongst 282 consumers in Islamabad, Pakistan. Data was analysed using Partial Least Squares Structural Equation Modelling (PLSSEM) to assess construct reliability, validity, and hypothesized relationships.
Findings— The variance in behavioural intention and adoption was 53.1% and 32.6% respectively, explained by the integrated model. Social influence and facilitating conditions were found to have significant effects on intention, but there were no significant effects of performance and effort expectancy. Technology and task characteristics had a positive influence on TTF, but TTF was found to have no direct effect on adoption. A particular quality of the system proved to be a powerful predictor of intention, while information quality was less influential. Actual adoption was predicted by behavioural intention very well. Financial literacy enhanced behavioural intention and amplified the impact of social influence, particularly among highly literate users.
Practical Implications— Reinforcement of trust cues, guarantee of high system quality, maintenance of facilitating conditions, and leverage of social influence among financially literate customers are required from the Banks and fintech providers.
Originality/value—The study integrates UTAUT, TTF, and ITM with Financial Literacy as a moderator, which is a novel contribution in the Pakistani mobile banking context.
References
Addula, S. R. (2025). Mobile banking adoption: A multi-factorial study on social influence, compatibility, digital self-efficacy, and perceived cost among generation Z consumers in the United States. Journal of Theoretical and Applied Electronic Commerce Research, 20(3), 192.
Aftab, R., Fazal, A., & Andleeb, R. (2025). Behavioral biases and Fintech adoption: Investigating the role of financial literacy. Acta Psychologica, 257, 105065.
Ali, A., Hameed, A., Moin, M. F., & Khan, N. A. (2023). Exploring factors affecting mobile-banking app adoption: a perspective from adaptive structuration theory. Aslib Journal of Information Management, 75(4), 773-795.
Alrsheedi, A., & P Iskandar, Y. H. (2025). Key factors influencing fintech adoption among Saudi banks: a conceptual framework. Humanities and Social Sciences Communications, 12(1), 1-11.
AlSuwaidi, R. A., & Mertzanis, C. (2024). Financial literacy and FinTech market growth around the world. International Review of Financial Analysis, 95, 103481.
Amnas, M. B., Selvam, M., & Parayitam, S. (2024). FinTech and financial inclusion: Exploring the mediating role of digital financial literacy and the moderating influence of perceived regulatory support. Journal of Risk and Financial Management, 17(3), 108.
Appiah, T., & Agblewornu, V. V. (2025). The interplay of perceived benefit, perceived risk, and trust in Fintech adoption: Insights from Sub-Saharan Africa. Heliyon, 11(2).
Cele, N. N., & Kwenda, S. (2025). Do cybersecurity threats and risks have an impact on the adoption of digital banking? A systematic literature review. Journal of Financial Crime, 32(1), 31-48.
Devlin, J. F., Roy, S. K., Sekhon, H., Moin, S., & Sahiner, M. (2025). Trust and FinTech: A review and research agenda. Electronic Markets, 35(1), 62.
Elangovan, J., Premkumar, M. D., & Yoganandan, G. (2025). Exploring the mediating role of risk aversion in the relationship between personality traits and life insurance purchase intention. International Journal of Business Excellence, 36(5), 1-26.
Geebren, A., & Jabbar, A. (2025). Antecedents of Trust in Mobile Banking: Do They Differ Across Gender, Customer Experience and Frequency of Use? Information Systems Management, 1-24.
Goodhue, D. L., & Thompson, R. L. (1995). Task-technology fit and individual performance. MIS quarterly, 213-236.
Goswami, S., Chouhan, V., & Saraswat, P. (2025). FinTech adoption: driving financial inclusion at the bottom of pyramid. Future Business Journal, 11(1), 150.
Iatzaz Ul Hassan, M., Wu, M., Lu, J., Sohu, J. M., Ali, S., Anjum, H. N., & Bilal, M. (2025). Financial technology and banking performance in developing countries: evidence from an advanced quantile regression approach. Humanities and Social Sciences Communications, 12(1), 1-15.
Khan, N., Hassan, M. S., Yusof, M. F., Islam, M. A., & Rahim, M. M. (2024). Financial inclusion as a catalyst for economic growth: evidence from selected developing countries. Cogent Social Sciences, 10(1), 2387907.
Liu, Y., Abdul Rahman, A., Imna Mohd Amin, S., & Ja’afar, R. (2025). Navigating fintech and banking risks: insights from a systematic literature review. Humanities and Social Sciences Communications, 12(1), 1-16.
Marcevičiūtė, G., Taujanskaitė, K., & Perret, J. K. (2025). Determinants of FinTech Payment Services Adoption—An Empirical Study of Lithuanian Businesses. FinTech, 4(3), 44.
Mensah, I. K., & Khan, M. K. (2024). Unified theory of acceptance and use of technology (UTAUT) model: Factors influencing mobile banking services’ adoption in China. Sage Open, 14(1), 21582440241234230.
Mohapatra, N., Das, M., Shekhar, S., Singh, R., Khan, S., Tewari, L. M., Félix, M. J., & Santos, G. (2025). Assessing the role of financial literacy in FinTech adoption by MSEs: Ensuring sustainability through a fuzzy AHP approach. Sustainability, 17(10), 4340.
Rakotoarisoa, M. H. S., & Hajaina, R. (2023). Mobile Banking in Madagascar: Potential benefits and challenges. Journal of Management Studies and Development, 2(03), 271-282.
Salem, M. R., & Shahimi, S. (2025). A comprehensive analysis of FinTech (1968–2025): a bibliometric approach. Future Business Journal, 11(1), 233.
Saveljeva, J., & Volkova, T. (2025). A Survey on Digital Trust: Towards a Validated Definition.
Sijabat, R. (2024). Mobile Banking Adoption: The Role of Performance and Trust. Riset: Jurnal Aplikasi Ekonomi Akuntansi dan Bisnis, 6(2), 052-069.
Silanoi, W., Naruetharadhol, P., & Ponsree, K. (2023). The confidence of and concern about using mobile banking among generation Z: A case of the post COVID-19 situation in Thailand. Social Sciences, 12(4), 198.
Sun, Z., Liu, L., Johan, S., & Zhao, L. (2025). FinTech adoption and corporate greenwashing: A technology affordance perspective. British Journal of Management, 36(3), 978-1002.
Tariq, M., Maryam, S. Z., & Shaheen, W. A. (2024). Cognitive factors and actual usage of Fintech innovation: Exploring the UTAUT framework for digital banking. Heliyon, 10(15).
Van, H. N., Pham, L., Williamson, S., Chan, C.-Y., Thang, T. D., & Nam, V. X. (2021). Explaining intention to use mobile banking: Integrating perceived risk and trust into the technology acceptance model. International Journal of Applied Decision Sciences, 14(1), 55-80.
Venkatesh, V. (2022). Adoption and use of AI tools: a research agenda grounded in UTAUT. Annals of operations research, 308(1), 641-652.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478.
Wang, C.-N., Nhieu, N.-L., & Liu, W.-L. (2024). Unveiling the landscape of Fintech in ASEAN: assessing development, regulations, and economic implications by decision-making approach. Humanities and Social Sciences Communications, 11(1), 1-16.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Muhammad Zeeshan Ashraf Malik, Muhammad Khalid Sohail

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution (CC-BY) 4.0 License that allows others to share the work with an acknowledgment of the work’s authorship and initial publication in this journal.


